RK3588+Zynq7045 ARM+FPGA+AI Solution, Supporting Fudan Microelectronics' Full Localization for Applications in Intelligent Robots and Other Fields
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RK3588 +Zynq7045 ARM+FPGA+AI Solution, supporting Fudan Microelectronics' full localization and applied in intelligent robots and other fields.
Core Architecture Design
- RK3588: 8nm process, quad-core A76 + quad-core A55 architecture, integrated 6TOPS NPU, supporting 8K video encoding/decoding and multi-channel camera input1.
- ZYNQ7045: Interconnected with RK3588 via PCIe 3.0, enabling hardware-level signal pre-processing (e.g., DMA acceleration, image enhancement)12.
- Domestic Alternatives: Supports domestic FPGAs such as Unigroup Guoxin Titan-2 PG2T390H, compatible with domestic operating systems like Galaxy Kylin7.
Real-time Performance and AI Capabilities
- Real-time Optimization: Adopts AMP architecture, with the main core running Linux and the slave core running RTOS, and FPGA achieving 4μs-level inter-core communication17.
- AI Acceleration: NPU supports INT4/INT8/INT16/FP16 mixed precision operations, compatible with models like YOLOv5, achieving real-time analysis of 1080P video streams at up to 49fps17.
Application Scenarios
- Intelligent Robots: Supports 3D vision perception, dynamic obstacle avoidance, and multi-axis synchronous control (e.g., EtherCAT 32 axes)35.
- Industrial Control: Multi-channel camera defect detection, multi-screen splicing (12-screen heterogeneous display), and adaptation to harsh environments (-40℃~70℃)7.
Technology Ecosystem
- Development Support: Provides domestic toolchains and supports rapid model deployment7.
- Reliability: Passed industrial-grade certification, with MTBF exceeding 50,000 hours
